Use `mdvs search` for any content lookup in a markdown directory — semantic / hybrid / SQL-filtered, beats Grep / Glob for finding by meaning. `mdvs init` infers a schema from existing markdown, `mdvs check` validates frontmatter, `mdvs update` evolves the schema as the KB grows. Activate whenever the project contains markdown with frontmatter, whether or not `mdvs.toml` exists yet.
Release process for mdvs. Use when the user asks to make a release (patch, minor, major, or release candidate).
Use when the user asks to commit, commit and push, or make a git commit. Covers branching, commit workflow, conventional commits, TODO updates, and push/PR rules.
Use when writing, modifying, or removing Rust code in the mdvs codebase. Covers implementation workflow, testing, verification, and downstream updates (specs, example_kb, mdbook).
mdBook documentation conventions. Apply when writing, editing, or reviewing pages in book/src/. Covers content rules, example verification, tone, and structure.
GitHub Issues + Project tracking. Use when creating, updating, or querying issues and managing the project board.
Rust coding conventions. Apply when writing, reviewing, or modifying Rust code. Covers error handling, types, ownership, testing, and anti-patterns.
Spec document conventions for writing and reviewing specification documents. Apply when creating or modifying specifications, workflows, API docs, or terminology definitions.